diff --git a/CHANGELOG.md b/CHANGELOG.md
index 074fe4176344047fc8719ce4f7114f6386dae378..a1cbd7778b37c0cf8097cec8d5032aa9beef771a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -24,7 +24,9 @@ Changes currently on master, but not under a tag.
 - Autocorrelation calculation moved into parent class
 - Fix interpretation of kwargs for dynesty
 - PowerSpectralDensity structure modified
-- Fixed bug in get_open_data 
+- Fixed bug in get_open_data
+- Modified how sampling in non-standard parameters is done, the
+  `non_standard_sampling_parameter_keys` kwarg has been removed
 
 ### Removed
 - Removes the "--detectors" command line argument (not a general CLI requirement)